« Previous
Next »
Journal of Equine Veterinary Science
Volume 30, Issue 1
, Pages 21-26
, January 2010
Tree-Based Methods as an Alternative to Logistic Regression in Revealing Risk Factors of Crib-Biting in Horses
References
- . Crib-biting in US horses: breed predispositions and owner perceptions of aetiology. Equine Vet J. 2009;41:455–458
- . Risk factors associated with behavioural disorders of crib-biting, weaving and box-walking in Swiss horses. Equine Vet J. 2003;35:158–163
- . Survey of breeders' management of horses in Europe, North America and Australia: comparison of factors associated with the development of abnormal behaviour. Appl Anim Behav Sci. 2008;114:206–215
- . Factors influencing the development of stereotypic and redirected behaviours in young horses: findings of a four year prospective epidemiological study. Equine Vet J. 2002;34:572–579
- . Applied logisitic regression. 2nd ed.. New York, NY: Wiley; 2004;
- . An exploratory technique for investigating large quantities of categorical data. Appl Stat. 1980;29:119–127
- . Comparing performances of logistic regression, classification and regression tree, and neural networks for predicting coronary artery disease. Expet Syst Appl. 2008;34:366–374
- . Classification and regression trees. New York, NY: Chapman & Hall; 1984;
- . Unbiased recursive partitioning: a conditional inference framework. J Comput Graph Stat. 2006;15:651–674
- . The use of discriminant analysis, logistic regression and classification tree analysis in the development of classification models for human health effects. J Mol Struct (Theochem). 2003;622:97–111
- . Analysis on risk factors for cervical cancer using induction technique. Expet Syst Appl. 2004;27:97–105
- . A review and comparison of classification algorithms for medical decision making. Health Policy. 2005;71:315–331
- A comparison of statistical models in predicting violence in psychotic illness. Compr Psychiatry. 2005;46:296–303
- . Using regression trees to predict patterns of male provisioning in the stitchbird (hihi). Anim Behav. 2006;71:1057–1068
- . Dog and owner demographic characteristics and dog personality trait associations. Behav Processes. 2009;81:392–401
- . Possible influence of neighbours on stereotypic behaviour in horses. Appl Anim Behav Sci. 2008;111:321–328
- . R, A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2007;Available at http://www.r-project.org
- . On the quest for easy-to-understand splitting rules. Data and knowledge. Engineering. 2003;44:31–48
- National Joint Equine Welfare Committee and the R.S.P.C.A. Code of practice for tethering horses and ponies. Available at: http://www.rspca.org.uk/.
- . A neurologic perspective of equine stereotypy. J Equine Vet Sci. 2009;29:10–16
PII: S0737-0806(09)00691-1
doi: 10.1016/j.jevs.2009.11.005
© 2010 Elsevier Inc. All rights reserved.
« Previous
Next »
Journal of Equine Veterinary Science
Volume 30, Issue 1
, Pages 21-26
, January 2010
